pdp_plot {radiant.model}

Create Partial Dependence Plots

Description

Create Partial Dependence Plots

Usage

pdp_plot(
  x,
  plot_list = list(),
  incl,
  incl_int,
  fix = TRUE,
  hline = TRUE,
  nr = 20,
  minq = 0.025,
  maxq = 0.975
)

Arguments

x

Return value from a model

plot_list

List used to store plots

incl

Which variables to include in PDP plots

incl_int

Which interactions to investigate in PDP plots

fix

Set the desired limited on yhat or have it calculated automatically. Set to FALSE to have y-axis limits set by ggplot2 for each plot

hline

Add a horizontal line at the average of the target variable. When set to FALSE no line is added. When set to a specific number, the horizontal line will be added at that value

nr

Number of values to use to generate predictions for a numeric explanatory variable

minq

Quantile to use for the minimum value for simulation of numeric variables

maxq

Quantile to use for the maximum value for simulation of numeric variables